Stuart Russell
Berkeley College(US)Machine Intelligence Research Institute(US)University of California, Berkeley(US)
Publications by Year
Research Areas
Bayesian Modeling and Causal Inference, Reinforcement Learning in Robotics, AI-based Problem Solving and Planning, Logic, Reasoning, and Knowledge, Machine Learning and Algorithms
Most-Cited Works
- Distance Metric Learning with Application to Clustering with Side-Information(2002)
- Dynamic bayesian networks: representation, inference and learning(2002)
- Artificial Intelligence: A Modern Approach(1995)
- Policy Invariance Under Reward Transformations: Theory and Application to Reward Shaping(1999)
- → Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks(2001)1,178 cited
- → Image Segmentation in Video Sequences: A Probabilistic Approach(2013)830 cited
- Human Compatible: Artificial Intelligence and the Problem of Control(2019)
- Reinforcement Learning with Hierarchies of Machines(1997)
- → Learning the Structure of Dynamic Probabilistic Networks(2013)571 cited
- → Towards robust automatic traffic scene analysis in real-time